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| Variational Gridded Graph Convolution Network for Node Classification 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1697-1708
作者: Xiaobin Hong; Tong Zhang; Zhen Cui; Jian Yang
 Adobe PDF(2419Kb) |  收藏 | 浏览/下载：151/44 | 提交时间：2021/09/03
Graph coarsening gridding node classification random walk variational convolution |
| Hierarchical Reinforcement Learning With Automatic Sub-Goal Identification 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1686-1696
作者: Chenghao Liu; Fei Zhu ; Quan Liu; Yuchen Fu
 Adobe PDF(5095Kb) | 收藏 | 浏览/下载：138/49 | 提交时间：2021/09/03
Hierarchical control hierarchical reinforcement learning option sparse reward sub-goal |
| Vehicle Motion Prediction at Intersections Based on the Turning Intention and Prior Trajectories Model 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1657-1666
作者: Ting Zhang; Wenjie Song; Mengyin Fu; Yi Yang; Meiling Wang
Adobe PDF(19741Kb) | 收藏 | 浏览/下载：195/39 | 提交时间：2021/09/03
Autonomous vehicle intersection motion prediction prior trajectories model turning intention |
| MU-GAN: Facial Attribute Editing Based on Multi-Attention Mechanism 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1614-1626
作者: Ke Zhang; Yukun Su; Xiwang Guo; Liang Qi; Zhenbing Zhao
Adobe PDF(13892Kb) | 收藏 | 浏览/下载：134/23 | 提交时间：2021/09/03
Attention U-Net connection encoder-decoder architecture facial attribute editing multi-attention mechanism |
| Lightweight Image Super-Resolution via Weighted Multi-Scale Residual Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1271-1280
作者: Long Sun; Zhenbing Liu; Xiyan Sun; Licheng Liu; Rushi Lan; Xiaonan Luo
Adobe PDF(9334Kb) | 收藏 | 浏览/下载：164/36 | 提交时间：2021/06/11
Convolutional neural network (CNN) lightweight framework multi-scale super-resolution |
| CurveNet: Curvature-Based Multitask Learning Deep Networks for 3D Object Recognition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1177-1187
作者: A. A. M. Muzahid; Wanggen Wan; Ferdous Sohel; Lianyao Wu; Li Hou
Adobe PDF(3792Kb) | 收藏 | 浏览/下载：180/34 | 提交时间：2021/06/11
3D shape analysis convolutional neural network DNNs object classification volumetric CNN |
| Orientation Field Code Hashing: A Novel Method for Fast Palmprint Identification 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1038-1051
作者: Xi Chen; Ming Yu; Feng Yue; Bin Li
Adobe PDF(9258Kb) | 收藏 | 浏览/下载：196/26 | 提交时间：2021/04/09
Biometric system hashing orientation feature palmprint identification |
| ST-Trader: A Spatial-Temporal Deep Neural Network for Modeling Stock Market Movement 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1015-1024
作者: Xiurui Hou; Kai Wang; Cheng Zhong; Zhi Wei
Adobe PDF(18247Kb) | 收藏 | 浏览/下载：187/22 | 提交时间：2021/04/09
Graph convolution network long-short term memory network stock market forecasting variational autoencoder (VAE) |
| An Overview of Recommendation Techniques and Their Applications in Healthcare 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 701-717
作者: Wenbin Yue; Zidong Wang; Jieyu Zhang; Xiaohui Liu
Adobe PDF(1958Kb) | 收藏 | 浏览/下载：247/58 | 提交时间：2021/04/09
Collaborative filtering (CF) content-based recommendation healthcare recommendation system (RS) |
| Deep Learning in Sheet Metal Bending With a Novel Theory-Guided Deep Neural Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 565-581
作者: Shiming Liu; Yifan Xia; Zhusheng Shi; Hui Yu; Zhiqiang Li; Jianguo Lin
Adobe PDF(6784Kb) | 收藏 | 浏览/下载：255/64 | 提交时间：2021/04/09
Data-driven deep learning deep learning deep neural network (DNN) intelligent manufacturing machine learning sheet metal forming springback theory-guided deep learning theory-guided regularization |
